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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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NLP-Model-for-Corpus-Similarity
A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
The motivation came entirely from reading the book Bayesian Methods for Hackers and deciding that I wanted to start a project based on probabilistic programming in PyMC3. I found an existing PyMC3 rugby model and decided to start by adapting that to the NHL.
My own pandas visualizer, its up to 2100 stars now: https://github.com/man-group/dtale